Awesome Open Source
Awesome Open Source
Combined Topics
mnist-classification
x
Advertising
📦 9
All Projects
Application Programming Interfaces
📦 120
Applications
📦 181
Artificial Intelligence
📦 72
Blockchain
📦 70
Build Tools
📦 111
Cloud Computing
📦 79
Code Quality
📦 28
Collaboration
📦 30
Command Line Interface
📦 48
Community
📦 81
Companies
📦 60
Compilers
📦 60
Computer Science
📦 74
Configuration Management
📦 39
Content Management
📦 167
Control Flow
📦 197
Data Formats
📦 77
Data Processing
📦 266
Data Storage
📦 132
Economics
📦 60
Frameworks
📦 198
Games
📦 122
Graphics
📦 103
Hardware
📦 148
Integrated Development Environments
📦 47
Learning Resources
📦 147
Legal
📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
Mapping
📦 61
Marketing
📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
Web Browsers
📦 38
Web Servers
📦 25
Web User Interface
📦 194
The Top 238 Mnist Classification Open Source Projects on Github
Categories
>
Machine Learning
>
Mnist Classification
Androidtensorflowmnistexample
⭐
441
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
Spiking Neural Network
⭐
434
Pure python implementation of SNN
Mnist Android Tensorflow
⭐
328
Handwritten digits classification from MNIST with TensorFlow on Android; Featuring Tutorial!
Svm_mnist_digit_classification
⭐
185
MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.
Tensorflow Mnist Cnn
⭐
171
MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.
Pytorch Adversarial Training
⭐
166
PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.
Handwritten Digit Recognition Using Deep Learning
⭐
130
Handwritten Digit Recognition using Machine Learning and Deep Learning
Pytorch Classification Uncertainty
⭐
97
This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"
Mnist Classification
⭐
79
Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）
Gans 2.0
⭐
60
Generative Adversarial Networks in TensorFlow 2.0
How Far Can We Go With Mnist
⭐
59
A collection of codes for 'how far can we go with MNIST' challenge
Snip
⭐
54
Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.
Multidigitmnist
⭐
54
Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning
Resnest Tf2
⭐
50
TensorFlow implementation of "ResNeSt: Split-Attention Networks"
Tensorflow Mnist Mlp Batch_normalization Weight_initializers
⭐
46
MNIST classification using Multi-Layer Perceptron (MLP) with 2 hidden layers. Some weight-initializers and batch-normalization are implemented.
Mnist_digits_classification
⭐
46
Digit Classifier trained on MNIST and tested using webcam.
Mnist Baselines
⭐
45
Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project
Tensorflow Mnist Tutorial
⭐
37
MNIST classification in Tensorflow using Django
Robomaster_mnist
⭐
31
Robomaster2017 | Handwritten numerals and digital tube recognition.
Mnist_by_zip
⭐
28
Compression algorithms (like the well-known zip file compression) can be used for machine learning purposes, specifically for classifying hand-written digits (MNIST)
Mnist
⭐
28
Pytorch mnist example
Tensar
⭐
19
A C++ implementation to create, visualize and train Convolutional Neural Networks
Zalando Fashion Mnist
⭐
19
Evaluation of fashion-MNIST with a simple cnn
Regneuralde.jl
⭐
15
Official Implementation of "Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics" (ICML 2021)
Digital Image Processing
⭐
15
My works for EE 569 - Digital Image Processing - Spring 2018 - Graduate Coursework at USC - Dr. C.-C. Jay Kuo
Kerasmnist
⭐
14
Keras MNIST for Handwriting Detection
Learning Tensorflow
⭐
13
Simple Tensorflow tutorials for learning by example
Lenet 5 With Keras
⭐
12
Implementation of LeNet-5 with keras
Deep Learning Python
⭐
12
A collection of some cool deep learning projects in python
Neural Networks
⭐
11
A basic tutorial on Neural Networks
Toeffipy
⭐
11
ToeffiPy is a PyTorch like autograd/deep learning library based only on NumPy.
Tensorflow Typescript Starter
⭐
11
Starter project for TensorFlow.js in TypeScript for Node.js
Rbm Tensorflow
⭐
11
Tensorflow Implementation of RBM
Tibetanmnist
⭐
10
MNIST of Tibetan handwriting 国产手写藏文MNIST数据集（TibetanMNIST）的图像分类处理与各种好玩的脑洞~
Flask Tensorflow
⭐
9
Tensorflow Getting Started
⭐
9
Tensorflow Quick Introduction
Simpsons Mnist
⭐
8
📁 A small MNIST-like The Simpsons character database to at least have some fun while training neural networks.
Machine.academy
⭐
8
Neural Network training library in C# with GPU acceleration
Capsule Net Tf
⭐
8
A tiny implementation of Capsule Network
Deeplearningwithkeras
⭐
8
How to use the Keras Deep Learning library
Food_mnist
⭐
8
This dataset has 10 food categories, with 5,000 images. For each class, 125 manually reviewed test images are provided as well as 375 training images. All images were rescaled to have a maximum side length of 512 pixels.
Digitclassifier
⭐
8
An android app demoing machine learning on mobile.
Machine Learning Google Developers
⭐
7
Decision trees, linear model, iris dataset and MNIST classification using tensorflow, All learned from Google developers.
Coocoo
⭐
7
Neural networks in Ruby & CUDA.
Bmen4460 Nb2 Image_classification_on_mnist_data
⭐
7
Child repository of Deep-learning-with-PyTorch-and-GCP
Neural_network_from_scratch
⭐
7
Neural network/Back Propagation implemented from scratch for MNIST.从零开始实现神经网络和反向传播算法，识别MNIST
Pixelrnn
⭐
6
Implementation of a, simple, recurrent neural network used for a image classification.
Pytorch Deep Learning
⭐
6
GTSRB (Traffic sign), MNIST, CIFAR image classification and other good starting point
Auto Grade
⭐
6
Converting handwritten answers to text using Handwriting recognition technique and grading them accordingly.
Burmese_digit_recognizer_with_nn
⭐
6
Burmese digit recognizer by using Neural Network
Mnist_svm
⭐
5
SVM CLASSIFIER ON MNIST DATASET
Adversarial Attacks Against Neural Networks
⭐
5
In this project, I implement this paper "Towards Evaluating the Robustness of Neural Networks." Lp norm based attack algorithms are designed to generate adversarial inputs to the deep neural networks.
Ghostnet
⭐
5
TensorFlow implementation of GhostNet: More Features from Cheap Operations.
Inkers Assignment Solutions
⭐
5
This repository contains the materials and solutions to inkers External Internship Program
Digit Classification Using Numpy
⭐
5
MNIST Classification using Neural Network and Back Propagation. Written in Python and depends only on Numpy
Tensorflow Multi Threading Classifier
⭐
4
The project aims at implementing a simple mnist classifer with multi-thread FIFOQueue
Neural Network Handwritten
⭐
4
Artificial Neural Network to identify handwritten digits between 0 and 9
Ocr
⭐
4
Optical Character Recognition using Keras
Mnistonkeras
⭐
4
Implemention of lightweight CNN Model on Mnist Dataset,try to include as more as possible features that I learn from keras, by the way,compare to tensorflow.hope to give a good learning example.
Ocr
⭐
4
🔍 Collection of Optical Character Recognition Solutions
Dann Pytorch
⭐
4
Implementation of DANN with pytorch
Mnist Mlp Exercise
⭐
4
An MLP to classify images from the MNIST database hand-written digit database with PyTorch
Pytorch Mnist Colab
⭐
4
MNIST Image Classification using Pytorch
Swa Gaussian Tf2
⭐
4
TensorFlow implementation of "A Simple Baseline for Bayesian Uncertainty in Deep Learning"
Digitrecognitionwebapp
⭐
4
A web application that can recognize which digits you have drawn.
Ml_modeling
⭐
4
Neuralnettest
⭐
3
Test project for neural networks - Handwritten digit recognition on MNIST dataset
Introtopytorch
⭐
3
An introductory tutorial to using PyTorch and setting up your Deep Learning ToolKit.
Opticaldigitrecognition
⭐
3
Uses the K-Nearest Neighbor algorithm to classify handwritten digits.
Pytorch Scholarship Challenge
⭐
3
contains exercise solution
Lossmnist
⭐
3
Exploring the discriminating power of different loss functions for classification
Tensorflowsharp Mnist
⭐
3
First Windows Form Application to Recognize MNIST Handwritten Digits using TensorflowSharp for C#. Using CNN Classifier.
Dimensionality Reduction
⭐
3
This is an implementation of 3 dimensionality reduction techniques - PCA, SVD, and tSNE for visualization of high dimensional data in 2D and 3D.
3d Mnist S4tf
⭐
3
3D MNIST Point Cloud Classifier using 3D ConvNet with Swift for TensorFlow
Neuralnet
⭐
3
Create simple neural networks in Go
Rexnet Tf2
⭐
3
TensorFlow implementation of "ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network"
Handwritten_long_numbers_recognition
⭐
3
Implementation of a Convolutional Neural Network able to recognize handwritten long numbers.
Mnist_digit_recognition
⭐
3
MNIST hand-written digit recognition by fully-connected and convolutional neural networks - boiler plate code for easy reproduction and tutorial purpose.
Cnn Tensorflow Keras
⭐
3
Implementation of simple Convolutional Neural Network in TensorFlow and Keras. The dataset used is MNIST.
Numbers Image Classification Mnist
⭐
3
Short python jupyter script, for training Deep learning model for MNIST Dataset about Numbers classification from images and it's evaluation.
Mnist Image Recognition Based On Xgboost Algorithm And Features Extraction
⭐
3
Different from the common practice of MNIST image recognition using CNN algorithm, I apply Numpy and OpenCV to extract relevant features from each MNIST figure, and then trains Xgboost recognition model. After gradually adjusting parameters, the accuracy of the optimal model on the test set can reach 88%. In additon, since I've made extensive use of the broadcasting-mechanism of NumPy instead of loops when coding, the code can run at an excellent speed.
Machine Learning Course Assignments
⭐
3
Assignments of Machine Learning Graduate Course - Spring 2021
Digit Recognizer
⭐
2
A GUI Machine learning app that lets you draw digits and then predicts them
Machine Learning Fun
⭐
2
This repo contains my experiments with machine learning, specifically convolutional neural networks.
Digit Recognizer Mnist
⭐
2
This repository contains an assignment I did for a Data Analytics class involving the famous MNIST data on Kaggle.
Resnext Tf2
⭐
2
TensorFlow implementation of "Aggregated Residual Transformations for Deep Neural Networks"
Naivebayes_mnist
⭐
2
I implemented a Naive Bayes classifier form scratch and applied it on MNIST dataset.
Codes In Julia
⭐
2
Practicing in Julia Lang
Building Nn With Numpy
⭐
2
numpy lenet implementation.
Resnet Tf2
⭐
2
TensorFlow implementation of "Deep Residual Learning for Image Recognition"
Sknet Tf2
⭐
2
TensorFlow implementation of "Selective Kernel Networks"
Swiftfortensorflowexample
⭐
2
Example of using Swift For Tensorflow
Network In Network Tf2
⭐
2
TensorFlow implementation of "Network In Network"
Resnet With Lrwarmup Tf2
⭐
2
TensorFlow implementation of "Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour"
Digit Recognizer
⭐
2
This is a little project which implements ML model (trained on "Hello World of ML" - MNIST Digit Dataset) in real life.
Machine Learning Projects
⭐
2
A few machine learning projects that I made using PyTorch
Handwrittendigitclassifierandroid
⭐
2
Android App handwritten digit via Tensorflow lite
Ml Algorithms
⭐
2
A bare-bones (minimal dependencies) implementation of some ML algorithms (classifying/clustering) as part of the Machine Learning postgraduate course assignments in the GUC
Xception Tf2
⭐
2
TensorFlow implementation of "Xception: Deep Learning with Depthwise Separable Convolutions"
Kaggle Submissions
⭐
2
This repo contains all of my submissions to Kaggle competitions or datasets
1-100 of 238 projects
Next >
Related Projects
Python Mnist Classification Projects (119)
Jupyter Notebook Mnist Classification Projects (90)
Advertising
📦 9
All Projects
Application Programming Interfaces
📦 120
Applications
📦 181
Artificial Intelligence
📦 72
Blockchain
📦 70
Build Tools
📦 111
Cloud Computing
📦 79
Code Quality
📦 28
Collaboration
📦 30
Command Line Interface
📦 48
Community
📦 81
Companies
📦 60
Compilers
📦 60
Computer Science
📦 74
Configuration Management
📦 39
Content Management
📦 167
Control Flow
📦 197
Data Formats
📦 77
Data Processing
📦 266
Data Storage
📦 132
Economics
📦 60
Frameworks
📦 198
Games
📦 122
Graphics
📦 103
Hardware
📦 148
Integrated Development Environments
📦 47
Learning Resources
📦 147
Legal
📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
Mapping
📦 61
Marketing
📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
Web Browsers
📦 38
Web Servers
📦 25
Web User Interface
📦 194
Privacy policy
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.